Triple

T3005552
Position Surface form Disambiguated ID Type / Status
Subject Highlands Ranch E81890 entity
Predicate majorRoad P385 FINISHED
Object University Boulevard
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
E318579 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: University Boulevard | Statement: [Highlands Ranch, majorRoad, University Boulevard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University Boulevard
Context triple: [Highlands Ranch, majorRoad, University Boulevard]
  • A. University Parkway
    University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
  • B. College Avenue
    College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
  • C. University Avenue
    University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
  • D. Student Street
    Student Street is an interior pedestrian thoroughfare within MIT’s Building 32 (the Ray and Maria Stata Center), serving as a central social and circulation space for students and visitors.
  • E. Shattuck Avenue, Berkeley
    Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University Boulevard
Triple: [Highlands Ranch, majorRoad, University Boulevard]
Generated description
University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University Boulevard
Target entity description: University Boulevard is a primary thoroughfare serving the suburban community of Highlands Ranch, Colorado, connecting residential areas with local businesses and other major roads.
  • A. University Parkway
    University Parkway is a major east–west highway in Georgia that connects the Atlanta metropolitan area with the city of Athens and the University of Georgia.
  • B. College Avenue
    College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
  • C. University Avenue
    University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
  • D. Student Street
    Student Street is an interior pedestrian thoroughfare within MIT’s Building 32 (the Ray and Maria Stata Center), serving as a central social and circulation space for students and visitors.
  • E. Shattuck Avenue, Berkeley
    Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad8b1c4de88190a83b7cefaa1f2842 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a15ad9c81908255003bdb38d603 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e56bbd881909680248acca30557 completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b12f07ec088190a63e30f8a1f7937a completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb6571388190970bae846bfc57a2 completed March 11, 2026, 8:07 p.m.
Created at: March 8, 2026, 3 p.m.